"Is that...?" Michael squinted at his phone, the screen reflecting the harsh glare of the setting sun. The name, "Brenda Miller," was emblazoned above the familiar Facebook logo. He hadn’t thought about Brenda in years, not really. Her face, the cruel way she used to laugh, flickered in his memory. He felt a coldness creep up his spine.

He instinctively recoiled, his hand pulling back from the phone. He almost dropped it. The digital world seemed to shrink around him, the walls of his living room closing in. He sat back on the couch, replaying childhood memories, the sting of her words, the sting of feeling helpless. He'd thought he’d escaped.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219